ChatGPT Prompt Framework Building
Piotr Machowski
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ChatGPT Prompt Framework Building MEGA THREAD ????
To truly unlock the brilliance of ChatGPT you should use a prompt building framework that can transform ChatGPT responses into awesome, fast, and fully satisfactory responses??
Let's dive into each step of building awesome prompts ??
Prompt framework building step by step
?Capacity and Role:?
What role (or roles) should ChatGPT act as.?
At the core of the prompt framework lies the definition of ChatGPT's capacity and role. By clearly specifying the desired roles, such as an expert in a particular domain or a specialist in a specific field, we provide ChatGPT with a context that enables it to draw upon its vast knowledge and tailor its responses accordingly. This step ensures that the generated content is accurate, relevant, and authoritative.
?Personality:?
The style, personality, or manner you want ChatGPT to respond in.
Just as human conversations are influenced by personality, imbuing ChatGPT with a distinct style and tone of response adds a touch of uniqueness and human-like engagement. By specifying the desired personality traits, such as friendliness, humor, or professionalism, we can create an experience that feels more conversational and enjoyable for the users.
?Insights:?
Provides the behind the scenes insight, background, and context to your request.
Here is where the magic truly happens. By providing ChatGPT with valuable insights, additional perspectives, and behind-the-scenes context, we enable it to go beyond surface-level responses. This step encourages ChatGPT to tap into its vast knowledge base, draw from recent advancements, and share historical perspectives. The enriched responses not only provide accurate information but also deliver a more comprehensive understanding of the topic, making the conversation more enlightening and satisfying.
?Statement:?
What you are asking ChatGPT to do.
Crafting a clear and concise statement of what we expect ChatGPT to do sets the focus and direction of the conversation. Whether it's asking for an explanation, a comparison, or a recommendation, this step ensures that ChatGPT understands the user's intent and can respond accordingly. It guides the generation of relevant and purposeful content.
?Form of response:?
In what form - letter, table, list or email, etc. ChatGPT respond
The form in which ChatGPT responds can significantly impact the readability and usability of the generated content. By specifying the desired format, such as a letter, table, list, or email, we can structure the response in a manner that is easily digestible for the readers. This step enhances the clarity and organization of the information presented.
?Experiment:?
Asking ChatGPT to provide multiple examples to you.
To truly explore the capabilities of ChatGPT, we can ask it to provide multiple examples. By requesting various instances or code snippets related to a specific topic, we encourage ChatGPT to showcase its creativity and versatility. This step not only adds value to the user but also allows us to witness the diverse ways in which ChatGPT can approach a problem or generate content.
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???Prompt Examples of each step:
?Capacity and Role
- Act as an expert at software development on the topic of machine learning frameworks.??
- Act as copywriter specialised an IT tech topics.
?Personality
- Respond in a friendly and informal manner, using colloquial language.??
- Respond in a professional and formal tone, using technical terminology.
?Insight
- Before we dive into the details, let me provide you with some context. We are working on a project that involves developing a new machine learning framework. The goal is to create an efficient and user-friendly solution that can handle large datasets and support various neural network architectures.
?Statement
- Please explain the concept of artificial intelligence and its applications in a concise and accessible manner.??
- Please write a persuasive article on the benefits of renewable energy sources for a general audience.
?Form of response
- Write a step-by-step guide on setting up a WordPress website.??
- Create a comparison table highlighting the features of different smartphone models.?
- Provide a list of recommendations for improving website security.??
- Compose an email response to a customer inquiry regarding product pricing.
?Experiment
- Please generate multiple examples of code snippets demonstrating how to implement a convolutional neural network using TensorFlow. Each example should showcase different architectural variations, such as varying depths and filter sizes. Feel free to experiment and provide insightful comments along with the code snippets